Co-reporter:A.M. Jokisaari, S.S. Naghavi, C. Wolverton, P.W. Voorhees, O.G. Heinonen
Acta Materialia 2017 Volume 141(Volume 141) pp:
Publication Date(Web):1 December 2017
DOI:10.1016/j.actamat.2017.09.003
Cobalt-based alloys with γ/γ′ microstructures have the potential to become the next generation of superalloys, but alloy compositions and processing steps must be optimized to improve coarsening, creep, and rafting behavior. While these behaviors are different than in nickel-based superalloys, alloy development can be accelerated by understanding the thermodynamic factors influencing microstructure evolution. In this work, we develop a phase field model informed by first-principles density functional theory and experimental data to predict the equilibrium shapes of Co-Al-W γ′ precipitates. Three-dimensional simulations of single and multiple precipitates are performed to understand the effect of elastic and interfacial energy on coarsened and rafted microstructures; the elastic energy is dependent on the elastic stiffnesses, misfit strain, precipitate size, applied stress, and precipitate spatial distribution. We observe characteristic microstructures dependent on the type of applied stress that have the same γ′ morphology and orientation seen in experiments, indicating that the elastic stresses arising from coherent γ/γ′ interfaces are important for morphological evolution during creep. The results also indicate that the narrow γ channels between γ′ precipitates are energetically favored, and provide an explanation for the experimentally observed directional coarsening that occurs without any applied stress.Download high-res image (189KB)Download full-size image
Co-reporter:Yue Sun, Ahmet Cecen, John W. Gibbs, Surya R. Kalidindi, Peter W. Voorhees
Acta Materialia 2017 Volume 132(Volume 132) pp:
Publication Date(Web):15 June 2017
DOI:10.1016/j.actamat.2017.04.054
We extend the existing framework [1–4] of two-point spatial correlations to allow for the quantification, analyses, interpretation and visualization of microstructure coarsening measured by time-resolved X-ray computed tomography. Specifically, extensions were made to facilitate (i) the incorporation of nonconventional local attributes such as solid-liquid interface, interface curvature, and interface velocity in the description of the local state, and (ii) the efficient computation of bulk spatial correlations when the local attributes are sparsely defined only at special locations in the three-dimensional volume (e.g., solid-liquid interfaces). We have explored multiple variants of spatial correlations, including Pearson correlation coefficients and two-point joint probabilities, and examined their relative merits in providing useful new insights into the coarsening process. Algorithmic enhancements needed to carry out these computations on the large datasets produced in the experiments are also described. The results demonstrate the remarkable ability of these new protocols in automated (unbiased) capture of the four-fold symmetry of the dendritic microstructure, and in providing quantitative and reliable estimates of the characteristic lengths associated with the dendritic microstructure (including the secondary and tertiary dendrite arm spacings, secondary dendrite arm diameter, and the solute diffusion length). These estimated quantities agree well with the direct measurements from the microstructure. The results also indicate that interfaces with high negative and near-zero mean curvature (H) have long range spatial auto-correlations, whereas all values of the interfacial normal velocity (V) are only auto-correlated in the short range in space. For mid-range (positive) values of H and non-extreme values of V, the spatial distributions are essentially random.Download high-res image (443KB)Download full-size image
Co-reporter:Andrew D. Gamalski, Peter W. Voorhees, Caterina Ducati, Renu Sharma, and Stephan Hofmann
Nano Letters 2014 Volume 14(Issue 3) pp:1288-1292
Publication Date(Web):February 14, 2014
DOI:10.1021/nl404244u
A twin-plane based nanowire growth mechanism is established using Au catalyzed Ge nanowire growth as a model system. Video-rate lattice-resolved environmental transmission electron microscopy shows a convex, V-shaped liquid catalyst-nanowire growth interface for a ⟨112⟩ growth direction that is composed of two Ge {111} planes that meet at a twin boundary. Unlike bulk crystals, the nanowire geometry allows steady-state growth with a single twin boundary at the nanowire center. We suggest that the nucleation barrier at the twin-plane re-entrant groove is effectively reduced by the line energy, and hence the twin acts as a preferential nucleation site that dictates the lateral step flow cycle which constitutes nanowire growth.
Co-reporter:A.E. Johnson, P.W. Voorhees
Acta Materialia 2014 Volume 67() pp:134-144
Publication Date(Web):April 2014
DOI:10.1016/j.actamat.2013.12.012
Abstract
A phase-field model has been developed to study the effect of triple junction (TJ) mobility on 2-D grain growth kinetics. The method captures the results of past work such as a linear increase in the average grain size with time, but can also follow the transition from TJ-limited to grain boundary energy-limited growth. The distribution of grain boundary curvature is examined. In the low TJ mobility simulations the distribution has a peak at zero curvature and approaches the grain boundary mobility-limited steady-state distribution at larger sizes. Even for extremely low TJ mobility, a small fraction of the grain boundary length has non-zero curvature and thus a lack of self-similarity is observed for all TJ-limited simulations, even when the average size is increasing linearly in time. We find that the topology of the grain structure is independent of the degree of TJ drag, within the range of parameters employed in the simulation. The effects of TJ mobility increase as the grain size decreases, suggesting that TJ mobility can play a significant role in nanocrystalline grain growth kinetics.
Co-reporter:I.M. McKenna, S.O. Poulsen, E.M. Lauridsen, W. Ludwig, P.W. Voorhees
Acta Materialia 2014 Volume 78() pp:125-134
Publication Date(Web):1 October 2014
DOI:10.1016/j.actamat.2014.06.028
Abstract
A 3-D isotropic phase field simulation was used to predict the morphology of individual grains during grain growth. The simulation employed a polycrystalline array of titanium alloy Ti-β-21S experimentally characterized by X-ray tomography as an initial condition. The non-destructive nature of X-ray tomography allowed for a second characterization of the same sample following coarsening induced by a heat treatment. Thus, direct comparisons of individual grains between simulation and experiment could be made. Although the experimental system appeared isotropic from a statistical standpoint, direct examination of individual grains revealed very distinct anisotropy in the grain boundaries on the local scale. The comparison between experiment and phase-field simulations revealed regions with excellent agreement, despite the complex topological changes grains may undergo during grain growth. Thus, the sequence of topological transitions that occurred experimentally is correctly captured by the phase-field model. We therefore conclude that this phase-field model for isotropic systems has been verified experimentally.
Co-reporter:Joohoon Kang, Wooyoung Shim, Seunghyun Lee, Jong Wook Roh, Jin-Seo Noh, Peter W. Voorhees and Wooyoung Lee
Journal of Materials Chemistry A 2013 vol. 1(Issue 7) pp:2395-2400
Publication Date(Web):18 Dec 2012
DOI:10.1039/C2TA00203E
We report thermodynamically controlled multi-segmented nanowires for phonon-glass, electron-crystal materials prepared by on-film formation of nanowires (OFF–ON), which is capable of growing high-quality single-crystalline Bi nanowires by the subsequent sputtering of Te onto the Bi nanowires and by post-annealing. The Bi/Bi14Te6 multi-segmented nanowires exhibit lower thermal conductivities than BixTey compounds, while the electrical conductivities of Bi nanowires and multi-segmented nanowires are similar.
Co-reporter:S.O. Poulsen, P.W. Voorhees, E.M. Lauridsen
Acta Materialia 2013 Volume 61(Issue 4) pp:1220-1228
Publication Date(Web):February 2013
DOI:10.1016/j.actamat.2012.10.032
Abstract
The microstructural evolution of a polycrystalline dual-phase material with a constant volume fraction of the phases was investigated using large-scale three-dimensional phase-field simulations. All materials parameters are taken to be isotropic, and microstructures with volume fractions of 50/50 and 40/60 were examined. After an initial transient, the number of grains decrease from ∼2600 to ∼500. It was found that the mean grain size of grains of both phases obeyed a power law with an exponent of 3, and the microstructural evolution was found to be controlled by diffusion. Steady-state distributions of grain sizes and topology were determined. It was found that the grain size distributions were in good agreement with experimentally characterized size distributions for solid particles coarsening in a liquid matrix, and that the distributions of the number of faces were in good agreement with the topology of single-phase grain structures as determined by experiment and simulation. The evolution of size and number of faces for the minority and majority phase grains in the 40/60 volume fraction simulation is presented and discussed. Non-constant curvature across some interphase boundaries was observed, even though the interfacial energies are isotropic.
Co-reporter:L.K. Aagesen, A.E. Johnson, J.L. Fife, P.W. Voorhees, M.J. Miksis, S.O. Poulsen, E.M. Lauridsen, F. Marone, M. Stampanoni
Acta Materialia 2011 Volume 59(Issue 12) pp:4922-4932
Publication Date(Web):July 2011
DOI:10.1016/j.actamat.2011.04.036
Abstract
The morphology of a rod embedded in a matrix undergoing pinching by interfacial-energy-driven bulk diffusion is determined near the point of pinching. We find a self-similar solution that gives a unique temporal power law and interfacial shape prior to pinching and self-similar solutions after pinching. The theory is compared to experiments that employ in situ four-dimensional X-ray tomographic microscopy for rods of liquid or solid pinching by solute diffusion in the high-diffusivity liquid phase. The excellent agreement between experiment and theory confirms that the interfacial morphology near the singularity is universal both before and after pinching; the shape holds regardless of the material system and initial condition. This also implies that the predictions of the time-dependence of the process can be used to determine the time to pinching for a wide variety of physical systems, and thus provide estimates of the time required for capillarity-driven break-up of microstructures from the detachment of secondary dendrite arms to polymer blends.
Co-reporter:A.L. Genau, P.W. Voorhees
Acta Materialia 2009 Volume 57(Issue 20) pp:6226-6233
Publication Date(Web):December 2009
DOI:10.1016/j.actamat.2009.08.049
Abstract
Spatial correlations of interfacial curvature are compared for symmetric and asymmetric two-phase mixtures produced following spinodal decomposition as given by a numerical solution to the Cahn–Hilliard equation in three dimensions. By calculating radial distribution functions of the density of interfacial area as a function of the mean interfacial curvature of these bicontinuous microstructures, it is found that long-range diffusive interactions, in combination with the morphology of the system, yield a variety of correlations and anticorrelations over a range of length scales. The asymmetric mixtures show some similarities to the symmetric mixtures, as well as other unique features.
Co-reporter:J.L. Fife, P.W. Voorhees
Scripta Materialia 2009 Volume 60(Issue 10) pp:839-842
Publication Date(Web):May 2009
DOI:10.1016/j.scriptamat.2008.12.047
The microstructural evolution of equiaxed dendritic Al–Cu microstructures of two different solid volume fractions (46% and 72%) during isothermal coarsening was studied. We found that the microstructures evolved self-similarly, both morphologically and topologically, while the inverse specific surface area increased as the cube root of time. The differences in scaled morphologies and topologies could be attributed to the difference in solid volume fraction, with the higher volume fraction sample exhibiting a more compact interface shape distribution and a smaller scaled genus.
Co-reporter:R. Mendoza, K. Thornton, I. Savin, P.W. Voorhees
Acta Materialia 2006 Volume 54(Issue 3) pp:743-750
Publication Date(Web):February 2006
DOI:10.1016/j.actamat.2005.10.010
Abstract
Quantitative characterization of coarsening is achieved through topological measurements such as the genus, the number of handles, and the number of independent bodies (liquid droplets). Topological analysis was performed on experimentally derived, three-dimensional reconstructions of dendritic microstructures. Measured topological quantities were reported on a per volume basis and scaled by the length scale of the system to remove effects of the changing length scale during coarsening. The scaled genus decreased with coarsening time due to the simplification of the topology of the microstructure, while the number of liquid droplets increased with coarsening time. These results were supplemented with calculations of the interfacial velocity determined using phase-field simulations that employ the experimental three-dimensional reconstructions as the initial condition. Through these calculations it is shown that liquid droplets form through capillary-driven instabilities of interconnected liquid channels, while liquid tubes are created through topological singularities occurring on large planar-like walls of liquid.
Co-reporter:D.J. Rowenhorst, J.P. Kuang, K. Thornton, P.W. Voorhees
Acta Materialia 2006 Volume 54(Issue 8) pp:2027-2039
Publication Date(Web):May 2006
DOI:10.1016/j.actamat.2005.12.038
Abstract
The three-dimensional microstructure of 78 and 52 vol.% Sn-rich particles coarsened within a liquid Pb–Sn matrix were determined by the reconstruction of serial sections. The three-dimensional particle size distribution (PSD) and the particle–particle contact distributions were determined. The three-dimensional PSDs do not match those predicted by particle coarsening theory, but there is reasonable agreement with the grain size distributions predicted by a grain growth simulation. In addition, when the particle–particle contact distribution is normalized to the average number of particle contacts, the distribution is statistically invariant with volume fraction. At 52 vol.% it is found that the number of contacts is proportional to the square of the average particle size, but this is not true for 78 vol.%. This is attributed to the increased shape distortions of the particles that are present in the higher volume fraction samples.
Co-reporter:Qian Zhang, Peter W. Voorhees, Stephen H. Davis
Journal of the Mechanics and Physics of Solids (March 2017) Volume 100() pp:21-44
Publication Date(Web):1 March 2017
DOI:10.1016/j.jmps.2016.12.005
A general two-dimensional faceted model that accounts for capillarity and deposition of an AxB 1−x alloy is developed for the growth of the shell on a hexagonal core. With this model, the surface alloy segregation and morphological evolution in the processes of the faceted core-shell nanowire growth are studied both analytically and numerically. Mechanisms of formation of Al-rich stripes along {112} facets and Al-poor quantum dots/wires at the apices of {112} facets are identified. More specifically, it is found that diffusion tends to move the atoms from {112} facets to {110} facets. The formation of Al-rich stripes along the {112} facets is due to the large ratios of mobilities of Al atoms and Ga atoms on {112} facets, even though Al atoms diffuse slower than Ga on the {110} facets. In addition, the difference of interaction parameters in the enthalpy on different facets can also lead to lines of enhanced concentration of Al behind {112} facets. If the attachment rates of Al on the {112} facets are smaller than that on {110} facets, Al-poor dots will grow at the end of the Al-rich stripes because the growth process switches from diffusion dominant to deposition dominant when the size of the nanowire gets large. Moreover, influences of different parameters on the distribution of concentrations of the atoms in the shell are investigated in details.
Co-reporter:Qian Zhang, Jean-Noël Aqua, Peter W. Voorhees, Stephen H. Davis
Journal of the Mechanics and Physics of Solids (June 2016) Volume 91() pp:73-93
Publication Date(Web):1 June 2016
DOI:10.1016/j.jmps.2016.02.033
Core-shell nanowires with radial heterostructures hold great promise in photonic and electronic applications and controlling the formation of these heterostructures in the core-shell configuration remains a challenge. Recently, GaAs nanowires have been used as substrates to create AlGaAs shells. The deposition of the AlGaAs layer leads to the spontaneous formation of Al-rich stripes along certain crystallographic directions and quantum dots/wires near the apexes of the shell. A general two-dimensional model has been developed for the motion of the faceted solid-vapor interfaces for pure materials that accounts for capillarity and deposition. With this model, the growth processes and morphological evolution of shells of nanowires around hexagonal cores (six small facets {112} in the corners of six equivalent facets {110}) are investigated in detail both analytically and numerically. It is found that deposition can yield facets that are not present on the Wulff shape. These small facets can have slowly time-varying sizes that can lead to stripe structures and quantum dots/wires depending on the balances between diffusion and deposition. The effects of deposition rates and polarity (or asymmetry) on planes {112} on the development of the configurations of nanowires are discussed. The numerical results are compared with experimental results giving almost quantitative agreement, despite the fact that only pure materials are treated herein whereas the experiments deal with alloys.
Co-reporter:Joohoon Kang, Wooyoung Shim, Seunghyun Lee, Jong Wook Roh, Jin-Seo Noh, Peter W. Voorhees and Wooyoung Lee
Journal of Materials Chemistry A 2013 - vol. 1(Issue 7) pp:NaN2400-2400
Publication Date(Web):2012/12/18
DOI:10.1039/C2TA00203E
We report thermodynamically controlled multi-segmented nanowires for phonon-glass, electron-crystal materials prepared by on-film formation of nanowires (OFF–ON), which is capable of growing high-quality single-crystalline Bi nanowires by the subsequent sputtering of Te onto the Bi nanowires and by post-annealing. The Bi/Bi14Te6 multi-segmented nanowires exhibit lower thermal conductivities than BixTey compounds, while the electrical conductivities of Bi nanowires and multi-segmented nanowires are similar.